Regression DiagnosticsAuthor :
Paperback
Published : Thursday 7 May 2020
Description
Regression diagnostics are methods for determining whether a regression model that has been fit to data adequately represents the structure of the data. For example, if the model assumes a linear (straight-line) relationship between the response and an explanatory variable, is the assumption of linearity warranted? Regression diagnostics not only reveal deficiencies in a regression model that has been fit to data but in many instances may suggest how the model can be improved. The Second Edition of this bestselling volume by John Fox considers two important classes of regression models: the normal linear regression model (LM), in which the response variable is quantitative and assumed to have a normal distribution conditional on the values of the explanatory variables; and generalized linear models (GLMs) in which the conditional distribution of the response variable is a member of an exponential family. R code and data sets for examples within the text can be found on an accompanying website.
You may also like ...
by
Paperback
25 Jan 2024
Poetry by individual poets
€9.36
Extended stock – Dispatch 5-7 days
by
Paperback
14 Apr 2022
Biography: historical, political and military
€17.54
Extended stock – Dispatch 5-7 days
by
Paperback
02 Mar 2021
Research methods: general
€39.77
Extended stock – Dispatch 5-7 days
by
Paperback
07 May 2020
Probability and statistics
€39.77
Extended stock – Dispatch 5-7 days
Reviews